API
Also written: Python API, Python Application Programming Interface, API Interactions, API calls, Claude API, 1P API, First-party API, API tokens
An API is a set of rules that lets different software programs communicate with each other.
An API, or Application Programming Interface, is like a waiter in a restaurant. You tell the waiter what you want from the kitchen (the software), and the waiter brings it back to you. You don't need to know how the kitchen works, just how to ask the waiter.
For example, when you use a weather app on your phone, the app doesn't have all the weather data itself. It uses an API to ask a weather service's computer for the current temperature and forecast, and then displays that information to you. This allows different software systems to work together without needing to understand each other's internal details.
An Application Programming Interface (API) defines a contract between software components, specifying how they can interact. It consists of a set of definitions, protocols, and tools for building software. APIs abstract away the implementation details of a service, exposing only the necessary functions and data structures to external clients.
This allows for modularity, enabling developers to integrate third-party services or build complex systems from smaller, independent parts. Tradeoffs include potential performance overhead due to abstraction layers and the need for careful API design to ensure usability and maintainability.
Recent news highlights how companies are making their AI models more accessible and controllable. Developers are building more complex applications by integrating AI features directly into their software, often using APIs to connect different systems and automate tasks.
- GPT-Live-1.1 has new voices and better accents.OpenAI · OpenAI on YouTube ·
- Gemini 4 Argon in AntigravityGoogle · Google for Developers on YouTube ·
- How to make AI coding agents better at using your technologyMicrosoft · Microsoft Source ·
- AI News: Haiku-5.5, Visual ChatGPT, Grok's New Trick, and more!OpenAI · Matt Wolfe ·
- Gemini 2.5 Flash LiveGoogle · Gemini Models ·
- The Billion Dollar AI Advantage Is DisappearingAnthropic · Two Minute Papers ·
- GitHub Copilot can now interact with desktop apps with computer useMicrosoft · GitHub Changelog: Copilot ·
- How Albertsons Companies is reimagining retail from the inside outOpenAI · OpenAI News ·
- llm-anthropic 0.30Anthropic · Simon Willison ·
- How we will do better for AustraliaOpenAI · OpenAI News ·
- graphic_eq Gemini 3.8 Flash TTSGoogle · Gemini Models ·
- OpenAI agents tried to ‘bruteforce’ a UN websiteOpenAI · The Verge AI ·
- AI adoption is growing worldwide, but regional gaps are wideningMicrosoft · Microsoft Source ·
- Introducing GPT-6 Sol and LunaOpenAI · OpenAI News ·
- OpenAI launches GPT-6 Sol and Luna, boasting lower cost and fewer mistakesOpenAI · TechCrunch AI ·
- MCP was always a bad idea?Anthropic · Simon Willison ·
- Astra for Law: Frontier intelligence built for your practice.OpenAI · OpenAI on YouTube ·
- Gemini 2.5 Flash LiveGoogle · Gemini Models ·
- Your AI coding agent evaluation is only as good as its sandboxMicrosoft · Microsoft for Developers ·
- Stop running out of API tokens mid-task! 🛑Google · Google Cloud Tech on YouTube ·
- Gemini Omni FlashGoogle · Gemini Models ·
- Фонарик Gemini 3.1Google · Gemini Models ·
- Gemini 2.5 Flash LiveGoogle · Gemini Models ·
- Marketing ops as code: Automating events from planning to follow-up on GitHubMicrosoft · GitHub Blog: Copilot ·
- Sharper details, faster generation, and more precise editingOpenAI · OpenAI Research ·
- GPT-Live-1 is now in the APIOpenAI · OpenAI on YouTube ·
- Introducing ChatGPT Images 2.5OpenAI · Simon Willison ·
- Introducing GPT-Image-2.5 in the APIOpenAI · OpenAI on YouTube ·
- bolt Gemini 3.1 Flash-LiteGoogle · Gemini Models ·
- Retiring GPT-4o and other ChatGPT modelsOpenAI · OpenAI Help Center ·
- Using Blender with coding agents on macOSOpenAI · Simon Willison ·
- A new class of intelligence for real workOpenAI · OpenAI Research ·
- Advertising TermsOpenAI · OpenAI Policies ·
- Create your best tracks yet with Lyria 3.5 in Gemini.Google · The Keyword: Gemini ·
- GPT-6 Astra brings more capable AI to the workplaceMicrosoft · Microsoft Source ·
- Hello, world!OpenAI · OpenAI Developers Blog ·
- Custom Code Review rules for CodexOpenAI · OpenAI Developers Blog ·
- Gemini Omni Flash | Gemini APIGoogle · Gemini Models ·
- Muse Spark 1.3 ✨, Gemini 3.8 Flash ⚡, intelligence vs cost 📊Google · TLDR AI ·
- Anthropic Economic Index report: Economic primitivesAnthropic · Anthropic Research ·
- Agents on your mobileAnthropic · Ben's Bites ·
- How to test agent skills without hitting real APIsMicrosoft · Microsoft for Developers ·
- Claude for Creative WorkAnthropic · Anthropic News ·
- Ep 817: ChatGPT’s 5.6 Sol, Grok and Meta bounce back and OpenAI’s biggest week ever? And more AI News That MattersOpenAI · Everyday AI ·
- Introducing the Gemini Omni Flash APIGoogle · Sam Witteveen ·
- Announcing Developer Tools MCP: Explore and debug your Meta app integrations from your AI agentMeta · Meta for Developers Blog ·
- Advancing voice intelligence with new models in the APIOpenAI · OpenAI News ·
- Joint Statement from OpenAI and MicrosoftOpenAI · OpenAI News ·
- OpenAI Closes in on $100 Billion, OpenClaw Acquired, AI’s Productivity Question — With Aaron LevieOpenAI · Big Technology Podcast ·
- Operation “Date Bait”: AI-enabled scam targeting loveseekersOpenAI · OpenAI News ·
- One in a million: celebrating the customers shaping AI’s futureOpenAI · OpenAI News ·
- The state of enterprise AIOpenAI · OpenAI News ·
- The new ChatGPT Images is hereOpenAI · OpenAI News ·
- OpenAI appoints Denise Dresser as Chief Revenue OfficerOpenAI · OpenAI News ·
- Operation “Uncle Spam”: US polarization influence activityOpenAI · OpenAI News ·
- Introducing ClaudeAnthropic · Anthropic News ·
- Driving growth and ‘WOW’ moments with OpenAIOpenAI · OpenAI News ·
- Introducing NextGenAIOpenAI · OpenAI News ·
- Supporting sellers with enhanced product listingsOpenAI · OpenAI News ·
- Corrupt Comment: Anti-corruption foundation criticismOpenAI · OpenAI News ·
- Claude is now available in the EUAnthropic · Anthropic News ·
- Claude 2Anthropic · Anthropic News ·
- API Partnership with Stack OverflowOpenAI · OpenAI News ·
- Introducing ChatGPT and Whisper APIsOpenAI · OpenAI News ·
- GPT-4 API general availability and deprecation of older models in the Completions APIOpenAI · OpenAI News ·
- Introducing more enterprise-grade features for API customersOpenAI · OpenAI News ·
- Introducing OpenAI JapanOpenAI · OpenAI News ·
- Reimagining the email experience with AIOpenAI · OpenAI News ·
- Join us for OpenAI’s first developer conference on November 6 in San FranciscoOpenAI · OpenAI News ·
- DALL·E API now available in public betaOpenAI · OpenAI News ·
- Best practices for deploying language modelsOpenAI · OpenAI News ·
- Powering next generation applications with OpenAI CodexOpenAI · OpenAI News ·
- Lessons learned on language model safety and misuseOpenAI · OpenAI News ·
- OpenAI CodexOpenAI · OpenAI News ·
- GPT-3 powers the next generation of appsOpenAI · OpenAI News ·
- OpenAI licenses GPT-3 technology to MicrosoftOpenAI · OpenAI News ·
- OpenAI APIOpenAI · OpenAI News ·
- Anthropic Claude
- Anthropic provides an API for developers to integrate their AI models into their own software.
- Google Gemini
- Google Gemini's new models are available for building complex AI applications, implying API access for integration.
- Microsoft Copilot
- Microsoft Copilot can now interact with desktop apps, automating tasks in older software, sometimes without needing traditional APIs.
- OpenAI ChatGPT
- OpenAI's tools and new models are pushing AI capabilities forward for developers, suggesting API access for integration.
The concept of an API has roots in early operating systems and software design principles emphasizing modularity and abstraction. The term "Application Programming Interface" became widely recognized with the rise of graphical user interfaces and the need for software components to interact. Source ↗
You can try using an API by signing up for a free tier on a platform like OpenAI or Google AI Studio. Then, use their provided documentation to make a simple request, such as asking a language model to write a short poem or generate a basic image, and see the response returned.
The Playbook: reusable how-tos, prompts, configs and tips pulled out of the news.
- Code snippetCount tokens for a prompt using llm anthropic countCommand to count tokens for a prompt using Anthropic's free token counting API. · 1 min
- Code snippetRefresh Anthropic models list using llm anthropic refresh commandCommand to refresh the list of Anthropic models directly from the API. · 1 min
- Anti-patternBuilding voice AI like a simple API request/responseAvoid treating real-time voice AI as a single send-wait-get interaction; it requires continuous system management. · 15 min
- HeuristicDon't Wait for Models to Improve for Your TechActively improve AI agent performance by controlling their information sources. · 15 min
- Skill or agent configInitialize Restless for API agent readinessRun this command to initialize Restless and make your API agent-ready. · 5 min
Questions people ask
- What is the difference between an API and a website?
- A website is what you see and interact with in a browser, while an API is a behind-the-scenes interface that allows different software programs to communicate with each other.
- Do I need to be a programmer to use an API?
- While APIs are designed for software developers, some platforms offer no-code or low-code tools that use APIs to build applications without extensive programming knowledge.
First seen on Subvolts Jun 11, 2020. Updated Oct 16, 2026. Written by an AI model from the items above and reviewed against them weekly; report an error.

